# LinkedIn Jobs: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 29 judge labels across 3 categories by 13 of 14 models. Page: https://hr-ai-index.com/vendors/linkedin-jobs/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Recruiting CRM and sourcing | 2% | 18 | 0% | 2 |
| Job advertising and distribution | 0% | 22 | 38% | 26 |
| Skills intelligence | 0% | 58 | 0% | 1 |

## What the models said for it

- "The premium destination for professional and white-collar talent (~27.7% market share)... primary paired destinations for general hiring." (Qwen 3.7 Flash, Job advertising)
- "If you need a specialized corporate hire: Use LinkedIn to search for and message candidates directly." (Gemini 3.5 Flash, Job advertising)
- "LinkedIn Jobs / Hiring Pro — best for occasional hiring and minimal upfront cost." (GPT-5.4 mini, Recruiting CRM)
- "Best for: Professional, salaried, white-collar, and executive roles" (DeepSeek V4 Flash, Job advertising)

## And against it

- "LinkedIn (1.2/5 rating) - Arbitrary account suspensions - Data privacy concerns" (Kimi K2, Job advertising)
- "While major platforms like LinkedIn and Indeed are legitimate, they have massive scale, making them prime targets for scammers" (Qwen 3.7 Flash, Job advertising)
- "Some platforms are not inherently unsafe, but they are common places for scams and deserve extra caution:
- LinkedIn" (Perplexity Sonar, Job advertising)
- "Scammers post fakes here impersonating real companies ... Stick to vetted alternatives: LinkedIn (networking strength)" (Grok 4.1 Fast, Job advertising)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Job advertising and distribution: 3% to 0%, −3. Inside the floor by 10 points · rank 8 → 22 of 111.
- Recruiting CRM and sourcing: 0% to 2%, +2. New · not ranked in September 2026 · rank 18 of 111.
- Skills intelligence: 0% to 0%, ±0. New · not ranked in September 2026 · rank 58 of 127.

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.